Biography

Hi 🤗! I am a first-year Ph.D. student at Hong Kong University of Science and Technology, advised by Prof. Ling Pan.

I received my Bachelor’s degree in computer science at Shanghai Jiao Tong University in June 2023, advised by Prof. Weinan Zhang as a member of APEX Lab. Previously, I work closely with Dr. Chenjia Bai as an intern at Shanghai AI Lab.

Research Interests

My goal is to develop an intelligent decision-making system that possesses optimality, generalizability, interpretability and robustness. To achieve this, I primarily focus on 🤔:

• Generalist Reinforcement Learning and its application in the real world.
• Scalability and sample efficiency in Reinforcement Learning.
• Effective planning with Large Language Models (LLMs).

😊 Feel free to contact me with email (haoran.he@connect.ust.hk) or wechat (hhr_tinner).

🔥 News

[May. 2024] One paper has been accepted by ICML 2024!

[Jan. 2024] One paper has been accepted by ICRA 2024!

[Sep. 2023] 🎉 Our paper (MTDiff) has been accepted by NeurIPS 2023.

[Sep. 2023] I gave a talk at RLChina.

[Jul. 2023] 🎉 I received my Bachelor degree from Shanghai Jiao Tong University.

📖 Service

• Reviewer: TPAMI, ICML 2024, IROS 2024